基于深度学习和多图谱方法的磁共振脑图像分割算法研究

61802330
2018
F0210.计算机图像视频处理与多媒体技术
郑强
青年科学基金项目
教授
烟台大学
26万元
半监督学习;磁共振图像;多图谱分割;深度学习
2019-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Age estimation based on 3D pulp chamber segmentation of first molars from cone-beam computed tomography by deep learning 期刊论文 Qiang Zheng;Zhipu Ge;Han Du;Gang Li
2 Integrating semi-supervised and supervised learning methods for label fusion in multi-atlas based image segmentation 期刊论文 Qiang Zheng;Yihong Wu;Yong Fan
3 HPCSeg-Net: Hippocampus Segmentation Network Integrating Autofocus Attention Mechanism and Feature Recombination and Recalibration Module 会议论文 Bin Liu;Qiang Zheng;Kun Zhao;Honglun Li;Chaoqing Ma;Shuanhu Wu;Xiangrong Tong
4 Multi-atlas Segmentation Combining Multi-task Local Label Learning and Semi-supervised Label Propagation 会议论文 Bo Li;Qiang Zheng;Kun Zhao;Honglun Li;Chaoqing Ma;Shuanhu Wu;Xiangrong Tong
5 Radiologic-pathologic evidence of brain injury: hypoperfusion in the Papez circuit results in poor neurodevelopmental outcomes in neonatal hypoxic ischemic encephalopathy 期刊论文 Qiang Zheng;Angela N. Viaene;Colbey W. Freeman;Misun Hwang
6 一种磁共振脑图像海马配准方法 专利 郑强;于虎;武栓虎;童向荣
7 Regional radiomics similarity networks reveal distinct subtypes and abnormality patterns in mild cognitive impairment 期刊论文 Kun Zhao;Qiang Zheng;Martin Dyrba;Timothy Rittman;Ang Li;Tongtong Che;Pindong Chen;Yuqing Sun;Xiaopeng Kang;Qiongling Li;Bing Liu;Yong Liu;Shuyu Li
8 Sex-related differences in arterial spin-labelled perfusion of metabolically active brain structures in neonatal hypoxic–ischaemic encephalopathy 期刊论文 Qiang Zheng;C.W. Freeman;M. Hwang
9 Application value of myocardial work technology by non-invasive echocardiography in evaluating left ventricular function in patients with chronic heart failure 期刊论文 Yanan Li;Qiang Zheng;Cunying Cui;Yuanyuan Liu;Yanbin Hu;Danqing Huang;Jun Liu;Lin Liu
10 Deep Learning Measurement of Leg Length Discrepancy in Children Based on Radiographs 期刊论文 Qiang Zheng;Shellikeri Sphoorti;Huang Hao;Hwang Misun;Sze Raymond W.
11 一种高精度相机标定和目标姿态估计方法 专利 武栓虎;辛睿;李爱娟;郑强;姜殿臣;黎应奋
12 Early Diagnosis of Alzheimer's Disease Using 3D Residual Attention Network Based on Hippocampal Multi-indices Feature Fusion 会议论文 Yiyu Zhang;Qiang Zheng;Kun Zhao;Honglun Li;Chaoqing Ma;Shuanhu Wu;Xiangrong Tong
13 一种磁共振脑图像海马分割方法 专利 郑强;刘彬;武栓虎;童向荣
14 HPCReg-Net: Unsupervised U-Net Integrating Dilated Convolution and Residual Attention for Hippocampus Registration 会议论文 Hu Yu;Qiang Zheng;Kun Zhao;Honglun Li;CHaoqing Ma;SHuanhu Wu;Xiangrong Tong
15 Quantification of Thoracic Lymphatic Flow Patterns Using Dynamic Contrast-enhanced MR Lymphangiography 期刊论文 Qiang Zheng;Maxim Itkin;Yong Fan
16 Cerebral pulsed arterial spin labeling perfusion weighted imaging predicts language and motor outcomes in neonatal hypoxic-ischemic encephalopathy 期刊论文 Qiang Zheng;Juan Sebastian Martin-Saavedra;Sandra Saade-Lemus;Arastoo Vossough;Giulio Zuccoli;Fabrício Guimarães Gonçalves;Colbey W Freeman;Minhui Ouyang;Varun Singh;Michael A Padula;Sara B Demauro;John Flibotte;Eric C Eichenwald;John A Detre;Raymond Wang Sze;Hao Huang;Misun Hwang
17 Regional radiomics similarity networks (R2SNs) in the human brain: Reproducibility, small-world properties and a biological basis 期刊论文 Kun Zhao;Qiang Zheng;Tongtong Che;Martin Dyrba;Qiongling Li;Yanhui Ding;Yuanjie Zheng;Yong Liu;Shuyu Li
18 一种CT脑图像分割及血肿测量方法 专利 郑强;姜晓林;武栓虎;童向荣
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